> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ag2.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# autogen.agentchat.contrib.graph_rag.falkor_graph_rag_capability.FalkorGraphRagCapability

<h2 id="autogen.agentchat.contrib.graph_rag.falkor_graph_rag_capability.FalkorGraphRagCapability" class="doc doc-heading">
  <code class="doc-symbol doc-symbol-heading doc-symbol-class" />

  <span class="doc doc-object-name doc-class-name">FalkorGraphRagCapability</span>
</h2>

```python theme={null}
FalkorGraphRagCapability(query_engine: FalkorGraphQueryEngine)
```

The FalkorDB GraphRAG capability integrate FalkorDB with graphrag\_sdk version: 0.1.3b0.<br />Ref: [https://github.com/FalkorDB/GraphRAG-SDK/tree/2-move-away-from-sql-to-json-ontology-detection](https://github.com/FalkorDB/GraphRAG-SDK/tree/2-move-away-from-sql-to-json-ontology-detection)

For usage, please refer to example notebook/agentchat\_graph\_rag\_falkordb.ipynb

Initialize GraphRAG capability with a graph query engine

<b>Parameters:</b>

| Name           | Description                                                                                                                                  |
| -------------- | -------------------------------------------------------------------------------------------------------------------------------------------- |
| `query_engine` | **Type:** [FalkorGraphQueryEngine](/docs/api-reference/autogen/agentchat/contrib/graph_rag/falkor_graph_query_engine/FalkorGraphQueryEngine) |

### Instance Methods

<code class="doc-symbol doc-symbol-heading doc-symbol-method" />

#### add\_to\_agent

```python theme={null}
add_to_agent(self, agent: ConversableAgent) -> None
```

Add FalkorDB GraphRAG capability to a ConversableAgent.<br />

<b>Parameters:</b>

| Name    | Description                                                                                                                                   |
| ------- | --------------------------------------------------------------------------------------------------------------------------------------------- |
| `agent` | The ConversableAgent instance to add the capability to.<br /><br />**Type:** [ConversableAgent](/docs/api-reference/autogen/ConversableAgent) |

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